Scholarlink

Abstract <p>In this study, we introduce the Topp–Leone Shanker distribution and investigate its statistical properties, including moment expressions, random variate generation, parameter estimation and its applicability to real-world datasets. The empirical results indicate that the proposed distribution provides a good fit for lifetime data, as supported by model selection criteria such as the Akaike Information Criterion and goodness-of-fit measures including the Kolmogorov–Smirnov test.</p>

错误：搜索内容不能为空，请输入英文关键词
错误：关键词超出字数限制，请精简
高级检索

Topp–Leone Shanker Distribution with Its Application

  • 期刊论文

  • 发表日期：

    2025年10月1日

查看全文
  • Winai Bodhisuwan,
  • Andrei Volodin,
  • Kanittha Yimnak

摘要

Abstract

In this study, we introduce the Topp–Leone Shanker distribution and investigate its statistical properties, including moment expressions, random variate generation, parameter estimation and its applicability to real-world datasets. The empirical results indicate that the proposed distribution provides a good fit for lifetime data, as supported by model selection criteria such as the Akaike Information Criterion and goodness-of-fit measures including the Kolmogorov–Smirnov test.